LLM-Generated Coaching Prompts
ConditionExercise
Trial statusNot yet recruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexAll
Age18+
SponsorStanford University
About this trial
This pilot study aims to evaluate whether personalized coaching prompts generated by a large language model (LLM) can effectively increase physical activity levels among participants. The study will involve 50 participants who will receive daily text messages, either personalized by the LLM or generic, over a 14-day period. Participants will share their HealthKit data for analysis. The findings will inform the development of future versions of the My Heart Counts application, enhancing user engagement and health outcomes.
Eligibility criteria
This trial accepts healthy volunteersQualifiers
Age: Participants must be 18 years or older.
Health Status: Participants must be healthy enough to engage in physical activity.
Language Proficiency: Participants must be able to read, understand, and consent in English or Spanish (dependent on which is being studied).
Device Ownership: Participants must possess an iPhone and an Apple Watch.
Disqualifiers
Age: Participants under the age of 18.
Health Status: Participants who are not healthy enough to engage in physical activity.
Language Proficiency: Participants who cannot read, understand, or consent in English or Spanish.
Device Ownership: Participants who do not have both an iPhone and an Apple Watch.
Trial design
Design model
Crossover
Treatments tested in this trial
Pre-Generated Personalized LLM Coaching Impact
BehavioralAfter the initial 7 days, participants will switch to the other type of prompting for another 7 days. This means that participants who initially received personalized LLM-generated prompts will then receive generic activity prompts, and vice versa. This crossover design allows for each participant to experience both types of interventions, providing a within-subject comparison of the effectiveness of personalized versus generic prompts in increasing physical activity levels.
Treatment groups
50 Participants
are divided into 2 treatment groupsGroup A: Personalized LLM-Generated Coaching PromptsExperimental treatment 1 intervention
Group B: Generic Activity PromptsActive comparator 1 intervention
Trial outcomes
Primary outcomes
1
Physical Activity Levels
Time frame
14 days from enrollmentLocations
Sponsors and contacts
Click on the lead sponsor to view all of their trials.
Source ClinicalTrials.gov
This trial is not recruiting at the moment. You can still explore other options: